The table below looks at the statistics for Predictive Analytics skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Predictive Analytics over the 3 months to 6 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 Dec 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 494 560 617
Rank change year-on-year
+66 +57
Permanent jobs citing Predictive Analytics 98 96 48
As % of all permanent IT jobs located in London 0.27% 0.22% 0.11%
As % of the Processes & Methodologies category 0.31% 0.25% 0.12%
Number of salaries quoted 81 76 42
Median salary £60,000 £72,500 £52,500
Median salary % change year-on-year
-17.24% +38.09%
90% offered a salary of more than £42,500 £45,750 £45,000
10% offered a salary of more than £82,500 £90,000 £79,750
UK excluding London median salary £50,000 £52,500 £55,000
% change year-on-year
-4.76% -4.54%
Predictive Analytics
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the London region.

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
32093 38196 38672
As % of all permanent IT jobs located in London 89.07% 88.26% 86.22%
Number of salaries quoted 27226 32251 32657
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £40,000 £38,500 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Predictive Analytics
Jobs Demand Trend in London

The demand trend of job ads across the London region citing Predictive Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Predictive Analytics Jobs Demand Trend in London

Predictive Analytics
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Predictive Analytics across the London region.

Predictive Analytics Salary Trend in London

Predictive Analytics
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Predictive Analytics across the London region over the 3 months to 6 December 2016.

Predictive Analytics Salary Histogram in London

Predictive Analytics
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Analytics within the London region over the 3 months to 6 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +32 9 £51,250 -24.07% 1
Predictive Analytics
England

Predictive Analytics
Top 30 Related IT Skills in London

For the 6 months to 6 December 2016, IT jobs citing Predictive Analytics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the London region with a requirement for Predictive Analytics.

1 204 (100.00%) Analytics
2 127 (62.25%) Big Data
3 114 (55.88%) Machine Learning
4 99 (48.53%) Business Intelligence
5 77 (37.75%) Python
5 77 (37.75%) Agile Software Development
6 69 (33.82%) R
7 64 (31.37%) Java
8 63 (30.88%) Microsoft Azure
9 61 (29.90%) Data Warehouse
10 57 (27.94%) SQL
10 57 (27.94%) Analytical Skills
11 54 (26.47%) C#
12 53 (25.98%) Tableau
13 52 (25.49%) Performance Management
14 49 (24.02%) Degree
15 48 (23.53%) Microsoft
15 48 (23.53%) Power BI
16 47 (23.04%) Finance
17 43 (21.08%) .NET
17 43 (21.08%) Hadoop
18 39 (19.12%) SQL Server Reporting Services
18 39 (19.12%) SQL Server Integration Services
18 39 (19.12%) Visualisation
19 38 (18.63%) Software Engineering
20 37 (18.14%) SQL Server Analysis Services
21 32 (15.69%) QlikView
21 32 (15.69%) Retail
21 32 (15.69%) SQL Server
22 31 (15.20%) HDInsight

Predictive Analytics
Top Related IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 24 (11.76%) Apache Spark
2 22 (10.78%) SAS
3 21 (10.29%) SharePoint
4 11 (5.39%) Apache Pig
5 8 (3.92%) ArcGIS
6 7 (3.43%) Apache
7 5 (2.45%) JBoss
8 4 (1.96%) Confluence
9 3 (1.47%) Apache Solr
10 2 (0.98%) Elasticsearch
10 2 (0.98%) Oracle SOA Suite
Applications
1 22 (10.78%) MS Excel
2 17 (8.33%) SPSS
3 14 (6.86%) MS PowerPoint
4 1 (0.49%) Stata
Business Applications
1 7 (3.43%) Hyperion Enterprise
2 4 (1.96%) SAP Oil and Gas
3 3 (1.47%) HFM
3 3 (1.47%) Hyperion Planning
4 2 (0.98%) Oracle HRMS
5 1 (0.49%) Cognos TM1
5 1 (0.49%) Oracle BPM
5 1 (0.49%) Relativity
Cloud Services
1 63 (30.88%) Microsoft Azure
2 25 (12.25%) PaaS
3 24 (11.76%) Amazon AWS
4 21 (10.29%) Cloud Computing
5 18 (8.82%) Google Cloud Platform
6 16 (7.84%) Data Lake Analytics
7 10 (4.90%) Azure Machine Learning
8 7 (3.43%) IaaS
9 3 (1.47%) Amazon EC2
9 3 (1.47%) Amazon Kinesis
9 3 (1.47%) Amazon S3
10 2 (0.98%) Taleo
11 1 (0.49%) Adobe Analytics
11 1 (0.49%) Amazon EMR
11 1 (0.49%) Google Analytics
11 1 (0.49%) iPaaS
11 1 (0.49%) Office 365
11 1 (0.49%) SaaS
Communications & Networking
1 3 (1.47%) Internet
2 2 (0.98%) ATM
3 1 (0.49%) DNS
3 1 (0.49%) Firewall
3 1 (0.49%) LAN
3 1 (0.49%) TCP/IP
3 1 (0.49%) WAN
3 1 (0.49%) Wireless
Database & Business Intelligence
1 127 (62.25%) Big Data
2 61 (29.90%) Data Warehouse
3 48 (23.53%) Power BI
4 43 (21.08%) Hadoop
5 39 (19.12%) SQL Server Integration Services
5 39 (19.12%) SQL Server Reporting Services
6 37 (18.14%) SQL Server Analysis Services
7 32 (15.69%) QlikView
7 32 (15.69%) SQL Server
8 31 (15.20%) HDInsight
9 21 (10.29%) SQL Server 2016
10 20 (9.80%) NoSQL
11 19 (9.31%) Apache Hive
11 19 (9.31%) Data Lake
12 16 (7.84%) Azure SQL Database
12 16 (7.84%) Neo4j
12 16 (7.84%) SQL Server 2012
13 15 (7.35%) Data Mining
14 14 (6.86%) HBase
15 12 (5.88%) OLAP
Development Applications
1 16 (7.84%) Visual Studio
2 13 (6.37%) JIRA
3 7 (3.43%) Visual Studio Tools for Office
4 5 (2.45%) IntelliJ
4 5 (2.45%) JUnit
4 5 (2.45%) Maven
5 3 (1.47%) Apache Continuum
6 2 (0.98%) Cucumber
6 2 (0.98%) Git (software)
6 2 (0.98%) Selenium
6 2 (0.98%) SpecFlow
General
1 47 (23.04%) Finance
2 32 (15.69%) Retail
3 24 (11.76%) Marketing
4 12 (5.88%) Banking
4 12 (5.88%) Telecoms
5 8 (3.92%) Investment Banking
6 6 (2.94%) Manufacturing
7 5 (2.45%) Games
8 4 (1.96%) Electronics
9 3 (1.47%) Advertising
10 2 (0.98%) Front Office
10 2 (0.98%) Law
10 2 (0.98%) Legal
10 2 (0.98%) Pharmaceutical
10 2 (0.98%) Publishing
11 1 (0.49%) Danish Language
11 1 (0.49%) French Language
11 1 (0.49%) German Language
11 1 (0.49%) Norwegian Language
11 1 (0.49%) Swedish Language
Job Titles
1 42 (20.59%) Consultant
2 32 (15.69%) Developer
3 30 (14.71%) Analyst
4 27 (13.24%) Data Scientist
5 25 (12.25%) Software Engineer
6 18 (8.82%) Senior Software Engineer
7 15 (7.35%) Analytics Manager
7 15 (7.35%) Microsoft Developer
8 14 (6.86%) Microsoft Consultant
9 12 (5.88%) Analytics Consultant
9 12 (5.88%) Business Intelligence Developer
9 12 (5.88%) Microsoft BI Developer
9 12 (5.88%) Senior Data Scientist
10 11 (5.39%) Business Developer
11 9 (4.41%) Business Intelligence Analyst
11 9 (4.41%) Java Developer
11 9 (4.41%) Tableau Consultant
12 8 (3.92%) Azure Consultant
12 8 (3.92%) Big Data Developer
12 8 (3.92%) Hadoop Developer
Libraries, Frameworks & Software Standards
1 43 (21.08%) .NET
2 27 (13.24%) HTML
3 22 (10.78%) CSS
4 21 (10.29%) REST
5 17 (8.33%) Apache Flex
6 15 (7.35%) Natural Language Processing
7 11 (5.39%) D3.js
8 8 (3.92%) HTML5
8 8 (3.92%) Kafka
8 8 (3.92%) Leaflet
9 6 (2.94%) Web Services
10 5 (2.45%) ActiveMQ
10 5 (2.45%) Hibernate
10 5 (2.45%) JMS
10 5 (2.45%) RabbitMQ
10 5 (2.45%) SOAP
10 5 (2.45%) Spring
11 4 (1.96%) ASP.NET MVC
11 4 (1.96%) ASP.NET MVC 4
11 4 (1.96%) Flask
Miscellaneous
1 57 (27.94%) Analytical Skills
2 39 (19.12%) Visualisation
3 28 (13.73%) Mathematics
4 27 (13.24%) Algorithms
5 26 (12.75%) Computer Science
6 23 (11.27%) Statistics
7 18 (8.82%) Blockchain
8 17 (8.33%) Mobile App
9 16 (7.84%) Neural Network
10 15 (7.35%) Artificial Intelligence
11 10 (4.90%) Fintech
11 10 (4.90%) Physics
12 9 (4.41%) User Experience
13 6 (2.94%) PMI
14 5 (2.45%) Clustering
15 3 (1.47%) Credit Risk
15 3 (1.47%) Economics
15 3 (1.47%) Life Science
16 2 (0.98%) Data Structures
16 2 (0.98%) Enterprise Software
Operating Systems
1 26 (12.75%) Linux
2 19 (9.31%) Windows
3 2 (0.98%) Unix
4 1 (0.49%) Mac OS X
4 1 (0.49%) Windows 7
4 1 (0.49%) Windows 8
4 1 (0.49%) Windows Server
4 1 (0.49%) Windows Server 2012
Processes & Methodologies
1 204 (100.00%) Analytics
2 114 (55.88%) Machine Learning
3 99 (48.53%) Business Intelligence
4 77 (37.75%) Agile Software Development
5 52 (25.49%) Performance Management
6 38 (18.63%) Software Engineering
7 26 (12.75%) Presales
8 25 (12.25%) Business Analytics
9 24 (11.76%) Scrum
10 22 (10.78%) Waterfall
11 20 (9.80%) ETL
11 20 (9.80%) Open Source
12 18 (8.82%) Data Analytics
12 18 (8.82%) Data Visualisation
12 18 (8.82%) Predictive Modelling
13 17 (8.33%) Mobile Application Development
14 16 (7.84%) Integration Testing
14 16 (7.84%) Stakeholder Management
15 15 (7.35%) Configuration Management
15 15 (7.35%) TDD
Programming Languages
1 77 (37.75%) Python
2 69 (33.82%) R
3 64 (31.37%) Java
4 57 (27.94%) SQL
5 54 (26.47%) C#
6 29 (14.22%) JavaScript
7 22 (10.78%) PHP
8 16 (7.84%) Scala
9 13 (6.37%) C++
9 13 (6.37%) T-SQL
10 11 (5.39%) MATLAB
11 8 (3.92%) C
12 7 (3.43%) Ruby
13 5 (2.45%) Clojure
14 3 (1.47%) Perl
15 2 (0.98%) PL/SQL
16 1 (0.49%) Data Analysis Expressions (DAX)
16 1 (0.49%) Go
16 1 (0.49%) Julia
16 1 (0.49%) VBA
Qualifications
1 49 (24.02%) Degree
2 25 (12.25%) PhD
3 15 (7.35%) BC Cleared
3 15 (7.35%) Security Cleared
4 12 (5.88%) Microsoft Certification
5 9 (4.41%) ISEB
6 6 (2.94%) PMI Certification
6 6 (2.94%) PMP
7 1 (0.49%) ACCA
7 1 (0.49%) CIMA
7 1 (0.49%) MBA
7 1 (0.49%) Postgraduate
Quality Assurance & Compliance
1 18 (8.82%) GCP
2 13 (6.37%) QA
3 9 (4.41%) SLA
4 7 (3.43%) Data Quality
5 1 (0.49%) SNOMED CT
System Software
1 7 (3.43%) Virtual Machines
2 3 (1.47%) Apache Flume
2 3 (1.47%) HDFS
3 2 (0.98%) Docker
4 1 (0.49%) VMware Infrastructure
Systems Management
1 3 (1.47%) Ambari
1 3 (1.47%) Oozie
2 1 (0.49%) Ansible
Vendors
1 53 (25.98%) Tableau
2 48 (23.53%) Microsoft
3 19 (9.31%) Oracle
4 17 (8.33%) Hyperion
5 10 (4.90%) SAP
6 9 (4.41%) Alteryx
7 8 (3.92%) Mapinfo
8 6 (2.94%) MicroStrategy
9 5 (2.45%) Google
10 4 (1.96%) Atlassian
10 4 (1.96%) Cloudera
10 4 (1.96%) IBM
10 4 (1.96%) Netezza
10 4 (1.96%) Salesforce.com
10 4 (1.96%) Teradata
10 4 (1.96%) TOWER Software
11 3 (1.47%) GoldenSource
11 3 (1.47%) Hortonworks
11 3 (1.47%) MapR
11 3 (1.47%) Platfora
Central London
Savvy Recruitment
Salary: £25,000 - £35,000 per year
Posted: 6 days ago
London
Computer Futures
Salary: £120000 - £130000 per annum + competitive
Posted: 13 days ago
Central London
Savvy Recruitment
Salary: £75,000 - £85,000 per year
Posted: 6 days ago
East London
Charles Taylor plc
Salary: Market related
Posted: 22 days ago
City, London
Martin & Conley
Salary: From £120,000 to £130,000 per annum
Posted: 26 days ago